{smcl} {* *! version 1.0 13November2017}{...} {hline} {cmd:help directMA} Version 1.0 November 13, 2017 {hline} {viewerjumpto "Syntax" "directMA##syntax"}{...} {viewerjumpto "Description" "directMA##description"}{...} {viewerjumpto "Examples" "directMA##examples"}{...} {viewerjumpto "Authors" "directMA##authors"}{...} {viewerjumpto "Acknowledgments" "directMA##acknowledgments"}{...} {viewerjumpto "Also see" "directMA##alsosee"}{...} {title:Title} {phang} {bf:directMA} {hline 2} Conduct multiple pair-wise meta-analysis (head-to-head comparisons) and export the pooled results to a Microsoft Excel file. Support data in long form. {p_end} {bf:Only works on Stata version 13 or later.} {marker syntax}{...} {title:Syntax} {p 8 17 2} {cmdab:directMA} studyid studyname {varlist} {ifin} [{cmd:,} {it:options}] {synoptset 20 tabbed}{...} {synopthdr} {synoptline} {syntab:Outcome measure} {synopt:{opt rr}}relative risk{p_end} {synopt:{opt or}}odds ratio{p_end} {synopt:{opt rd}}risk difference{p_end} {synopt:{opt wmd}}weighted mean difference{p_end} {synopt:{opt cohen}}standardized mean difference using Cohen's method{p_end} {synopt:{opt hedges}}standardized mean difference using Hedges' method{p_end} {synopt:{opt glass}}standardized mean difference using Glass' method{p_end} {syntab:Pooling method} {synopt:{opt fixed}}fixed effect model{p_end} {synopt:{opt random}}random effect model using the "DerSimonian and Laird" method{p_end} {synopt:{opt peto}}Peto's method for odds ratio{p_end} {synopt:{opt reml}}random effect model using the "Restricted Maximum Likelihood" method{p_end} {synopt:{opt ml}}random effect model using the "Maximum Likelihood" method{p_end} {synopt:{opt pl}}random effect model using the "Profile Likelihood" method{p_end} {synopt:{opt eb}}random effect model using "Empirical Bayes" method to estimate tau2{p_end} {synopt:{opt kh}}random effect model using the "Knapp and Hartung" method to adjust for p-value and confidence interval{p_end} {syntab:Forest Plot} {synopt:{opt forest}}Forest plot{p_end} {synopt:}Forest plots automatically export to the working folder in wmf format{p_end} {synopt:}Forest plots do NOT work for the Knapp and Hartung and Empirical Bayes method{p_end} {syntab:Funnel Plot} {synopt:{opt funnel}}Funnel plot{p_end} {synopt:}Funnel plots automatically export to the working folder in wmf format{p_end} {synopt:}Funnel plots do NOT work when the number of studies is less than 10{p_end} {syntab:Exporting results to Excel} {synopt:{opt filename(string)}}file name{p_end} {synoptline} {p2colreset}{...} {marker description}{...} {title:Description} {pstd} {cmd:directMA} conducts multiple pair-wise meta-analysis (head-to-head comparisons) in one single command. All pooled results are suppressed (aka. no terminal/windows output) and exported to a Microsoft Excel file. {p_end} {pstd} It supports random effects models, including the DerSimonian and Laird (D-L) method, Peto's method for odds ratio, Restricted Maximum Likelihood, Maximum Likelihood, Profile Likelihood, Knapp and Hartung method, and Empirical Bayes. Fixed effect models are also supported. {p_end} {pstd} The option, {opt forest}, automatically exports forest plots to the working folder in wmf format. forest does NOT work for the Knapp and Hartung and Empirical Bayes method.{p_end} {pstd} The option, {opt funnel}, automatically exports funnel plots to the working folder in wmf format. funnel does NOT work when the number of studies is less than 10.{p_end} {pstd}Data Format:{p_end} {pstd}{cmd:directMA} handles data in long format. Each row should {it: at least} have study ID, study name, treatment, event and no_event (for continuous outcomes), and number of patients, effect size, and standard deviation (for continuous outcomes) from one arm/group in each study.{p_end} {pstd}For example:{p_end} {p 4 8 2} {it:Dichotomized outcomes} {c TLC}{hline 61}{c TRC} {c |} {it:studyid studyname} {it:treatment} {it: event no_event} {c |} {c |}{hline 61}{c |} {c |} 1 {bf: Study name, 2001} treatment 1 10 20 {c |} {c |} 1 {bf: Study name, 2001} treatment 2 15 15 {c |} {c |} 2 {bf: Study name, 2004} treatment 1 20 10 {c |} {c |} 2 {bf: Study name, 2004} treatment 2 20 5 {c |} {c BLC}{hline 61}{c BRC} {p 4 8 2} {it:Continuous outcomes} {c TLC}{hline 67}{c TRC} {c |} {it:studyid studyname} {it:treatment} {it: patient effsize eff_SD} {c |} {c |}{hline 67}{c |} {c |} 1 {bf: Study name, 2001} treatment 1 100 20 2.5 {c |} {c |} 1 {bf: Study name, 2001} treatment 2 100 15 2.0 {c |} {c |} 2 {bf: Study name, 2004} treatment 1 20 10 1.0 {c |} {c |} 2 {bf: Study name, 2004} treatment 2 20 15 1.5 {c |} {c |} 2 {bf: Study name, 2004} treatment 3 20 15 1.5 {c |} {c BLC}{hline 67}{c BRC} {pstd} {cmd:directMA} requires a numeric variable (studyid) and a string/numeric variable (study name)to identify each study. treatment can be a string or numeric variable. {p_end} {marker examples}{...} {title:Examples} {phang}{cmd:. directMA id study treatment event non_event, rr random forest funnel filename(test)}{p_end} {phang}{cmd:. directMA id study treatment event non_event, or kh filename(test)}{p_end} {phang}{cmd:. directMA id study treatment n eff sd, wmd kh filename(example)}{p_end} {marker authors}{...} {title:Authors} {pstd}Zhen Wang{p_end} {pstd}Mayo Clinic, USA{p_end} {pstd}Wang.Zhen@mayo.edu{p_end} {pstd}M.Hassan Murad{p_end} {pstd}Mayo Clinic, USA{p_end} {pstd}Murad.Mohammad@mayo.edu{p_end} {marker acknowledgments}{...} {title:Acknowledgments} {pstd}This command is built upon {cmd:metareg} (author: Roger M. Harbord), {cmd:metan} (authors: Michael J Bradburn, Jonathan J Deeks, and Douglas G Altman), {cmd:metaan} (authors: Evangelos Kontopantelis,and David Reeves), and {cmd:metafunnel} (authors: Jonathan A. C. Sterne and Roger M. Harbord).{p_end} {marker alsosee}{...} {title:Also see} {psee} Article:{it:Stata Journal}, volume 10, number 3: {browse "http://www.stata-journal.com/sjpdf.html?articlenum=st0201": st0201}{break} {it:Stata Journal}, volume 8, number 1: {browse "http://www.stata-journal.com/sjpdf.html?articlenum=sbe24_2":sbe24_2}{break} {it:Stata Technical Bulletin} 42: {browse "http://www.stata.com/products/stb/journals/stb42.pdf":sbe23} {psee} Manual: {hi:[R] metan}{break} {hi:[R] metaan}{break} {hi:[R] metareg}{break} {hi:[R] metafunnel}